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PickLLM: Context-Aware RL-Assisted Large Language Model Routing

PickLLM: Context-Aware RL-Assisted Large Language Model Routing

Dimitrios Sikeridis
Dennis Ramdass
Pranay Pareek
ArXiv (abs)PDFHTML

Papers citing "PickLLM: Context-Aware RL-Assisted Large Language Model Routing"

5 / 5 papers shown
Title
Towards Efficient Multi-LLM Inference: Characterization and Analysis of LLM Routing and Hierarchical Techniques
Towards Efficient Multi-LLM Inference: Characterization and Analysis of LLM Routing and Hierarchical Techniques
Adarsh Prasad Behera
J. Champati
Roberto Morabito
Sasu Tarkoma
J. Gross
25
0
0
06 Jun 2025
RadialRouter: Structured Representation for Efficient and Robust Large Language Models Routing
RadialRouter: Structured Representation for Efficient and Robust Large Language Models Routing
Ruihan Jin
Pengpeng Shao
Zhengqi Wen
Jinyang Wu
Mingkuan Feng
Shuai Zhang
Jianhua Tao
58
0
0
04 Jun 2025
Harnessing Multiple Large Language Models: A Survey on LLM Ensemble
Harnessing Multiple Large Language Models: A Survey on LLM Ensemble
Zhijun Chen
Jingzheng Li
Pengpeng Chen
Zhuoran Li
Kai Sun
Yuankai Luo
Qianren Mao
Dingqi Yang
Hailong Sun
Philip S. Yu
ELM
134
20
0
25 Feb 2025
RouteLLM: Learning to Route LLMs with Preference Data
RouteLLM: Learning to Route LLMs with Preference Data
Isaac Ong
Amjad Almahairi
Vincent Wu
Wei-Lin Chiang
Tianhao Wu
Joseph E. Gonzalez
M. W. Kadous
Ion Stoica
170
105
0
26 Jun 2024
AutoMix: Automatically Mixing Language Models
AutoMix: Automatically Mixing Language Models
Pranjal Aggarwal
Aman Madaan
Ankit Anand
Srividya Pranavi Potharaju
Swaroop Mishra
...
Karthik Kappaganthu
Yiming Yang
Shyam Upadhyay
Manaal Faruqui
Mausam
194
26
0
19 Oct 2023

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